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Best C3 AI Demand Planning Alternatives in 2026

Updated

20 apps from model registry software ranked against C3 AI Demand Planning on the same published basis.

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.3
    C3 AI Demand Planning vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.2
    C3 AI Demand Planning vs Comet
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.1
    C3 AI Demand Planning vs ClearML
  4. 4
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.1
    C3 AI Demand Planning vs ZenML
  5. 5
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.0
    C3 AI Demand Planning vs MLRun
  6. 6
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.9
    C3 AI Demand Planning vs GitLab Package Registry
  7. 7
    Databricks Notebooks Free plan Web Free6.8
    C3 AI Demand Planning vs Databricks Notebooks
  8. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.8
    C3 AI Demand Planning vs Hopsworks AI Lakehouse
  9. 9
    MLflow Model Registry Free plan apiLinuxself-hostedWeb Free6.8
    C3 AI Demand Planning vs MLflow Model Registry
  10. 10
    Amazon SageMaker Autopilot Free trial apiWeb 6.7
    C3 AI Demand Planning vs Amazon SageMaker Autopilot
  11. 11
    DagsHub Free plan apiself-hostedWeb $99/mo6.7
    C3 AI Demand Planning vs DagsHub
  12. 12
    Jozu Hub Free plan apiself-hostedWeb Free6.7
    C3 AI Demand Planning vs Jozu Hub
  13. 13
    TrueFoundry AI Gateway Free plan apiself-hostedWeb $25/mo6.7
    C3 AI Demand Planning vs TrueFoundry AI Gateway
  14. 14
    Polyaxon Free plan apiself-hostedWeb Free6.5
    C3 AI Demand Planning vs Polyaxon
  15. 15
    Oracle Code Assist extensionLinuxMacWebWin 6.4
    C3 AI Demand Planning vs Oracle Code Assist
  16. 16
    Radiant AI Cloud Model Registry apiLinuxMacWebWin 6.4
    C3 AI Demand Planning vs Radiant AI Cloud Model Registry
  17. 17
    Snowflake CoCo Free trial apiLinuxMacWebWin 6.4
    C3 AI Demand Planning vs Snowflake CoCo
  18. 18
    Cloudera Data Lake Service apiWeb 6.2
    C3 AI Demand Planning vs Cloudera Data Lake Service
  19. 19
    Kubeflow Notebooks self-hostedWeb 6.2
    C3 AI Demand Planning vs Kubeflow Notebooks
  20. 20
    SAS Visual Statistics Free trial self-hostedWeb 6.2
    C3 AI Demand Planning vs SAS Visual Statistics

C3 AI Demand Planning alternatives compared

#AppScoreFree planFromRuns on
1Weights & Biases7.3Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2Comet7.2Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
3ClearML7.1Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
4ZenML7.1Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
5MLRun7.0Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
6GitLab Package Registry6.9Free plan$2.42/moAPI, Linux, self-hosted, Web
7Databricks Notebooks6.8Free planFreeWeb
8Hopsworks AI Lakehouse6.8Free planFreeAPI, Linux, self-hosted, Web
9MLflow Model Registry6.8Free planFreeAPI, Linux, self-hosted, Web
10Amazon SageMaker Autopilot6.7No—API, Web
11DagsHub6.7Free plan$99/moAPI, self-hosted, Web
12Jozu Hub6.7Free planFreeAPI, self-hosted, Web
13TrueFoundry AI Gateway6.7Free plan$25/moAPI, self-hosted, Web
14Polyaxon6.5Free planFreeAPI, self-hosted, Web
15Oracle Code Assist6.4No—Browser, Linux, Mac, Web, Windows
16Radiant AI Cloud Model Registry6.4No—API, Linux, Mac, Web, Windows
17Snowflake CoCo6.4No—API, Linux, Mac, Web, Windows
18Cloudera Data Lake Service6.2No—API, Web
19Kubeflow Notebooks6.2No—self-hosted, Web
20SAS Visual Statistics6.2No—self-hosted, Web
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Questions about C3 AI Demand Planning alternatives

What is the best alternative to C3 AI Demand Planning?

Weights & Biases, number 1 in model registry software with a score of 7.3 out of 10. The others here: Comet, ClearML, ZenML and 16 more.

What is the best free alternative to C3 AI Demand Planning?

Weights & Biases is the best-ranked alternative with a free plan. 13 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on.